Domain Generalization in Biosignal Classification

Domain Generalization in Biosignal Classification

12 November 2020

Tharindu Fernando

H. Ghaemmaghami

Sridha Sridharan

Papers citing "Domain Generalization in Biosignal Classification"

13 / 13 papers shown

Title
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 398 1 0 27 Feb 2025
Heart Sound Segmentation using Bidirectional LSTMs with Attention Tharindu Fernando H. Ghaemmaghami Simon Denman Sridha Sridharan Nayyar Hussain Clinton Fookes 79 64 0 02 Apr 2020
Correlation-aware Adversarial Domain Adaptation and Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 103 145 0 29 Nov 2019
Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-GANs P. S. Nidadavolu Saurabh Kataria Jesús Villalba Najim Dehak 19 24 0 25 Oct 2019
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach He He Dongrui Wu OOD 15 307 0 08 Aug 2018
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 35 1,165 0 02 Jul 2018
Best sources forward: domain generalization through source-specific nets Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci TTA OOD 35 159 0 15 Jun 2018
Robust Place Categorization with Deep Domain Generalization Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 36 55 0 30 May 2018
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches Yeming Wen Paul Vicol Jimmy Ba Dustin Tran Roger C. Grosse BDL 33 308 0 12 Mar 2018
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 75 1,404 0 10 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 81 1,427 0 09 Oct 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 274 2,196 0 25 Jul 2017
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 226 13,079 0 12 Mar 2015